3rd Year Computer Engineering • K.J. Somaiya College of Engineering
CGPA: 9.5/10 • Honors: 10/10 • Mumbai, India
name: Saundarya Subramaniam
role: AI/ML Research Associate
location: Mumbai, India
focus:
- Vision-Language Models
- Reinforcement Learning
- Legal AI Applications
- Human-in-the-Loop Systems
current_work:
research: "Legal document analysis using LLMs & VLMs"
internship: "Building Xelly - Excel trade analysis platform"
learning: "Multi-Agent AI Systems & Advanced RL"
interests: [Open Source ML, AI Research, Hackathons, Accessibility Tech]Xelly - Intelligent Excel Analysis Platform
- Processes 30K+ rows with clustering algorithms using cosine similarity
- 50% faster preprocessing with Prophet forecasting integration
- Built with Python (Flask/FastAPI), React, Redis, Plotly visualizations
Legal AI Research
- Researching legal document analysis using cutting-edge LLMs & VLMs
- Conducted ML workshops for 100+ students
- Focus on democratizing legal knowledge access
Hindi Poetry Generation
- Preprocessed 1000+ Hindi poetry samples for generative AI
- Trained LSTM models to mimic original poets' writing styles
- Advanced text normalization and tokenization pipelines
Languages
AI/ML
Development
Databases
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AI based excel trade data clustering and analyser
Tech: |
Crop Disease Detection System
Tech: |
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Biased Feedback Simulator
Tech: |
Interactive Quiz Platform
Tech: |
"Comparative Analysis of Deep Learning Models for Crop Disease Detection"
Subramaniam, S., Majumdar, S., Nadar, S., Kulkarni, K.
- Evaluated 5 deep learning models on 130K+ crop images
- Achieved 95.76% accuracy with custom CNN architecture
- Demonstrated transfer learning effectiveness for agricultural AI
Competitive Programming
Certifications
Reinforcement Learning - NPTEL • Multi-Agent AI Systems - IUCEE
Recognition
National Scholarship - Ministry of Culture • 4 Classical Music Examinations
Currently exploring: Vision-Language Models • Legal AI • Multi-Agent Systems
Open to: Research Collaborations • Open Source Contributions • AI Hackathons